遇见数据集

Spectral data of PE and PP microplastics in soil (FT-NIR & ATR-FTIR)

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Mendeley Data2026-04-09 收录
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This dataset supports the research titled “[Rapid Detection of Polyethylene and Polypropylene Microplastics in Soil Using FT-NIR and ATR-FTIR Spectral Data Fusion],” which aims to develop a rapid method for quantitatively determining microplastics in soil based on spectral fusion and machine learning. The dataset contains all spectral and concentration data used for training and validating the support vector regression model.

本数据集支撑题为《基于傅里叶变换近红外(Fourier Transform Near-Infrared, FT-NIR)与衰减全反射傅里叶变换红外(Attenuated Total Reflectance-Fourier Transform Infrared, ATR-FTIR)光谱融合技术快速检测土壤中的聚乙烯(Polyethylene, PE)与聚丙烯(Polypropylene, PP)微塑料》的研究,旨在开发一种基于光谱融合与机器学习的土壤微塑料定量快速检测方法。本数据集包含了用于训练与验证支持向量回归(Support Vector Regression, SVR)模型的全部光谱数据与浓度数据。

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